On spatial effects in geographical analysis

Spatial Dependence

atakrig: An R package for multivariate area-to-area and area-to-point kriging predictions

Geocomplexity explains spatial errors

Spatial Stratefied Heterogeneity(SSH)

Geodetector: Principle and prospective

An optimal parameters-based geographical detector model(OPGD)

Modeling of spatial stratified heterogeneity

sandwichr: Spatial prediction in R based on spatial stratified heterogeneity

Identifying determinants of spatio-temporal disparities in soil moisture of the Northern Hemisphere using a geographically optimal zones-based heterogeneity model

Spatial association detector (SPADE)

Robust geographical detector(RGD)

Robust interaction detector: A case of road life expectancy analysis

An interactive detector for spatial associations(IDSA)

A locally explained heterogeneity model for examining wetland disparity

Understanding and extending the geographical detector model under a linear regression framework

Third law of geography

Geographically Optimal Similarity | Mathematical Geosciences

Geographic Similarity: Third Law of Geography?

Spatial Heterogeneity Prediction

A generalized heterogeneity model for spatial interpolation

An ensemble spatial prediction method considering geospatial heterogeneity

The second dimension of spatial association

Spatial Causal Inference

Causal inference in spatial statistics

Spatial Causality: A Systematic Review on Spatial Causal Inference

Conduct Multiple Types of Geographic Regression Discontinuity Designs(SpatialRDD)

Spatial Difference-in-differences (SpatialDID)

Evidence on the impact of sustained exposure to air pollution on life expectancy from China’s Huai River policy

Detecting Causality in Complex Ecosystems

Partial cross mapping eliminates indirect causal influences

Detecting Causality from Nonlinear Dynamics with Short-term Time Series

Inferring causation from time series in Earth system sciences

Spatial convergent cross mapping to detect causal relationships from short time series

Causal inference from cross-sectional earth system data with geographical convergent cross mapping